Winline Dota 2 Champions League Season 7 · BO3
result vs predictionseries probability
55%45%
probability at match start · final 2:0
The prediction was locked in using data as of the match start: hero winrates, form and head-to-head were computed only from games before it began. This is how the model's honest accuracy is verified.
Teams' go-to heroes · 6 months
Who plays what and how often they win. "Signature" — from 6 games with a 60%+ winrate: such a pick statistically raises the win chance.
Winstrike Team
Weaversignature
yamich · 20 games
Marssignature
Noticed · 18 games
Banesignature
Panto · 16 games
Void Spirit
mellojul · 15 games
Pucksignature
Larl · 14 games
Jakirosignature
SoNNeikO · 13 games
Ogre Magi
Panto · 12 games
Sand Kingsignature
mellojul · 12 games
Brame
Weaveroften banned
CTOMAHEH1 · 21 game
Nature's Prophetsignature
SkyLark · 20 games
Spirit Breakersignature
CTOMAHEH1 · 17 games
Lunaoften banned
Nefrit · 15 games
Marssignature
SkyLark · 15 games
Bloodseekeroften banned
Nefrit · 14 games
Beastmastersignature
SkyLark · 13 games
Invokeroften banned
W1sh- · 13 games
Patch meta · 3 months
The most picked heroes of the pro scene and their winrate. Picking a meta hero adds points to the team in the model.
Bane
532 picks · 372 bans
Mars
463 picks · 650 bans
Queen of Pain
423 picks · 516 bans
Weaver
410 picks · 858 bans
Snapfire
360 picks · 185 bans
Kunkka
329 picks · 532 bans
Spirit Breaker
323 picks · 514 bans
Disruptor
268 picks · 183 bans
Prediction components
Form (series winrate)60% vs 53%
Hero pool strength53% Winstrike Team
Head-to-head3 – 0
Model total55% Winstrike Team
Prediction by game vs result
Probabilities were locked in using statistics as of the match start: the draft was assessed by hero comfort, counter-picks and late-game potential. We compare against the actual result.
Game 1prediction correct40:8
Winstrike Team 52%Brame 48%
The model gave 52% on Winstrike Team — the game was taken by Winstrike Team in 38:37.
Expected value against opponent's pick · 12 mo
UrsaDaxak
DoomSkyLark
Queen of PainLarl
Wraith KingFocus
MarsNoticed
KunkkaW1sh-
ChenSoNNeikO
SilencerSsaSpartan
Dark Willowforcemajor
IoMaybe Next Time
Game 2prediction correct38:9
Winstrike Team 54%Brame 46%
The model gave 54% on Winstrike Team — the game was taken by Winstrike Team in 37:35.
Expected value against opponent's pick · 12 mo
Death ProphetLarl
Templar AssassinFocus
WeaverDaxak
Void SpiritW1sh-
MarsNoticed
UnderlordSkyLark
Rubickforcemajor
UndyingSsaSpartan
AbaddonSoNNeikO
BaneMaybe Next Time
Model check result
Model favoriteWinstrike Team · 55%
Series resultWinstrike Team 2:0
Series predictioncorrect
Accuracy by game2 of 2